Alternative Market Segmentation Models
Using the voice of
the customer to
shape impactful
business strategy.
by Thomas P. Frauman
Contributing Editor
tfrauman@yahoo.com
One of the most fundamental tenets of marketing is market segmentation. The story goes that all sources of competitive advantage drive from the firm’s ability to deliver superior customer value on benefit attributes
that are both relevant and important to clients.
To accomplish that end, the firm should understand the universe of current and potential customers—both who they are and what they want.
Without this understanding, how might coatings
companies deliver differentiated product and
service offerings unique from competitors and the
universe of other potential substitutes?
Given the nature of a diverse and complex
world, segmenting our business into
“bite‐sized” chunks represents a generally accepted approach to focus organizational resources and offerings that more directly speak
to the needs of a specific grouping of clients.
Most commonly, coatings firms employ an industry sector approach to group customers;
however, the following list contains three typical
means of partitioning a firm’s universe:
Industry Sector: Standard and Poor’s Global
Industrial Classification (GICS), Standard Industrial Classification (SIC), or North America
Industry Classification (NAICS);
Technology Platform: Epoxy, acrylic, UV
curable, etc; and
Geography: Asia Pacific, North America, Europe Middle East and Africa (EMEA), etc.
Marketing executives with professional titles
and roles attached to an industry sector are
more common in corporate headquarters than
Starbucks cups or day old Wall Street Journals.
At the corporate level, following an industry
sector approach affords the benefit of presenting a logical organization structure to the financial community and supporting
benchmarking against well-studied economic
sectors. Organizations are aligned to specialize
in markets with names like transportation,
building and construction, energy and alike;
but, does this sector‐based structure stage im-
Throughout my career, I have witnessed numerous well-intentioned efforts to infuse the
voice of the customer into strategic planning
and resource allocation. With extensive data
gathering employing various types of survey instruments, results are scored and compared only
to reach the startling conclusion that customers
in segments as diverse as waste water treatment
and metal furniture all ascribe highest value to
quality, price and delivery. While I don’t argue
these are important benefit attributes, I do suggest that this view of the world falls significantly
short of providing actionable market segment
strategies that can guide the firm in fortifying
and positioning competitive advantage to expand share.
Within a sector, a deeper look at customer survey data typically reveals a longer list of attributes, in aggregate not as important as the big
three, but still important to some and not as important to others, puzzling, right? As numerical
values are assigned to survey responses these outliers commonly have lower mean scores but stand
out because of higher standard deviation values.
The acid test for the validity of a market segmentation structure is individuals within a segment should have homogeneous benefit
affinities; in other words, they should want and
value the same things. Furthermore, this grouping of like-minded firms should have discernibly
different preferences than firms in the other segments. Let’s explore this concept further in the
context of the traditional industry sector approach. As an example, if we take a look at the
aerospace market is it remotely plausible that
manufacturers producing high‐end corporate
jets would have the same needs and wants as a
manufacturer producing rockets to launch
telecommunications satellites? Might it be likely
that product attributes that are aesthetic in nature would be more relevant for the corporate
jet and of little to no importance for the rocket?
What about unit price sensitivity of the corporate jet producer, versus a mass-market producer
of single engine propeller planes?
In an effort to counter this heterogeneity of
preferences within a segment, often market segment managers take the approach of defining and